Bubbles: Async video and AI meeting notes with action items Munsit: Munsit is an Arabic-focused voice AI platform from CNTXT that transcribes meetings and audio into structured notes and provides text-to-speech and voice tools. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Bubbles when teams replacing status meetings with async video updates matters most, and Munsit when building arabic voice agents and virtual assistants for contact centers and customer support matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
Async video and AI meeting notes with action items
Munsit is an Arabic-focused voice AI platform from CNTXT that transcribes meetings and audio into structured notes and provides text-to-speech and voice tools.
Bubbles is an AI meeting notetaker combined with an asynchronous screen and video recorder. For live meetings, it can automatically join and record calls on Google Meet, Microsoft Teams and Zoom, then produce AI-generated summaries and extract action items so participants do not have to take notes manually. Recordings, transcripts and notes are organized in a centralized workspace and tied to calendar events, making it easy to find and share what was discussed. Beyond live meetings, Bubbles is built around reducing the number of meetings teams hold: users can record short async videos with screen capture and voice, then collect threaded video and text replies, which lets routine updates, design feedback and quick questions happen without scheduling a call. It connects with calendars such as Google Calendar and Outlook and integrates with a wide range of other tools including Slack, Notion and Asana for routing notes and recordings into existing workflows. Bubbles is aimed at marketers, designers, product managers and other collaborative teams that want to cut meeting time while keeping a clear record of decisions and next steps. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Munsit is an Arabic voice AI platform built by CNTXT (FZCO) in the UAE, centered on a next-generation Arabic speech-to-text model that recognizes more than 25 Arabic dialects in both clean and noisy conditions. For meetings, it offers file and live transcription that turns Arabic conversations into structured minutes with speaker labels, decisions, and action items, and supports real-time transcription with low latency for live calls. Beyond transcription, the platform includes a text-to-speech studio, a voices library with voice cloning, translation into Arabic, and an Arabic AI chatbot. Munsit is available as a web dashboard and as a mobile "Super App" (MunsitAI on the App Store) for recording interviews and transcribing meetings, alongside REST and streaming APIs and on-device SDKs for iOS, Android, macOS, Windows, and Linux. It targets enterprises, governments, contact centers, content creators, and developers building Arabic voice applications, with on-premise and VPC deployment options for organizations with strict data requirements.
Best suited for
Bubbles is a free tier with paid upgrades (freemium); Munsit is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Bubbles | Munsit |
|---|---|---|
| Core capability | Automatic meeting recording across Google Meet, Microsoft Teams and Zoom | Arabic speech-to-text supporting 25+ dialects |
| Standout feature | AI-generated summaries and action item extraction | Meeting transcription with structured minutes, speakers, decisions, and action items |
| Team usage | Async screen and video recording for replacing live meetings | File upload and live/real-time transcription |
| Integrations | Threaded video and text replies on recordings | Text-to-speech studio with voice cloning |
| Languages & capture | Calendar integration with note and recording organization | Translation into Arabic |
| Best-fit workflow | Integrations with Slack, Notion, Asana and many other tools | Web dashboard, mobile app, APIs, and on-device SDKs |
Bubbles
Choose Bubbles if you need teams replacing status meetings with async video updates — strengths include combines live meeting notes with async video collaboration in one tool.
Munsit
Choose Munsit if you need transcribing arabic meetings and interviews into structured minutes and notes — strengths include specialized, high-accuracy arabic recognition across many regional dialects.
Bubbles
Munsit
It depends on your workflow. Bubbles is strong for teams replacing status meetings with async video updates, while Munsit is strong for transcribing arabic meetings and interviews into structured minutes and notes. Both transcribe and summarize meetings.
Bubbles is a free tier with paid upgrades and Munsit is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
More head-to-head comparisons involving Bubbles and Munsit.
Bubbles: Async video and AI meeting notes with action items BuildBetter: A no-bot meeting recorder (BB Recorder) that captures and processes calls locally on Mac, with optional cloud upload for team collaboration. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Bubbles: Async video and AI meeting notes with action items Buzz: Popular open-source desktop app that transcribes and translates audio offline on your own computer using OpenAI's Whisper. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
Bubbles: Async video and AI meeting notes with action items CLOVA Note: South Korean AI meeting-minutes service by Naver that records meetings, transcribes speech, separates speakers, and generates summaries and action items. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Bubbles: Async video and AI meeting notes with action items Calendly Notetaker: An AI meeting notetaker built into the Calendly scheduling platform that records meetings and generates summaries, transcripts, and action items. Below, they line up on price, capture method, and how each fits a real meeting stack.
Bubbles: Async video and AI meeting notes with action items CallBro: Bot-free AI meeting assistant that transcribes calls from system audio and produces structured notes without joining the call. This comparison weighs them on pricing, features, and everyday workflow fit.
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Bubbles: Async video and AI meeting notes with action items CaptureMyMeeting: AI meeting assistant that imports Zoom and Webex cloud recordings to generate notes, action items, and insights. This comparison weighs them on pricing, features, and everyday workflow fit.
Bubbles: Async video and AI meeting notes with action items Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Bubbles: Async video and AI meeting notes with action items Castmagic: AI content platform that transcribes podcasts, videos, and recorded meetings with speaker diarization and turns them into show notes, summaries, and other assets. Below, they line up on price, capture method, and how each fits a real meeting stack.
Bubbles: Async video and AI meeting notes with action items Celeste AI: Brazilian Portuguese-focused AI voice and transcription platform offering on-demand transcription plus a meeting assistant and AI notes, with credit-based and subscription plans. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Bubbles: Async video and AI meeting notes with action items Choppity: AI video and audio platform that transcribes recordings, generates styled captions, and turns long-form content into short clips. Below, they line up on price, capture method, and how each fits a real meeting stack.